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  3. The scientific investigation

The scientific investigation

What the chemistry internal assessment is, how its four criteria award 24 marks, the rules on length, groups and academic integrity, and a timeline from first idea to final report.

  • IB Chemistry
  • Internal assessment
  • SL and HL

18 min readLast reviewed 14 Oct 2026

The internal assessment in IB Chemistry is a scientific investigation: an open-ended piece of research in which each student formulates their own research question, designs a way to collect or select data to answer it, analyses those data with their uncertainties, and writes a report that justifies a conclusion and evaluates the method. It is the same task, marked against the same criteria, at SL and HL, and the same in biology, chemistry and physics. The teacher marks the report, and a sample from each school is re-marked by the IB, a process called moderation, so that standards are the same worldwide.

The investigation rewards the habits of a working chemist rather than recall: asking a question that can actually be answered in a school laboratory, measuring carefully, handling uncertainty honestly and reasoning from evidence to a conclusion. The same skills are tested in Paper 1B, so the work done for the internal assessment also prepares students for the data-based questions in the written papers.

Scope. These pages cover the scientific investigation for first assessment in 2025: its four criteria and their markbands, the rules on length, collaboration, approaches and academic integrity, and how to plan, analyse, conclude and evaluate a chemistry investigation. Propagating uncertainties through exponents and Arrhenius analysis are HL skills and are marked (HL) where they appear. The collaborative sciences project is a separate requirement that carries no marks. Deadlines and the timing of the draft are set by each school.

What the investigation is

The investigation starts from a question about how one variable affects another in a chemical system, or about how two variables are correlated in data that cannot be controlled directly, such as values taken from a database. Many chemistry investigations go one step further and use the relationship to determine a quantity: an activation energy from rates at several temperatures, an enthalpy change from temperature measurements, a concentration from a calibration curve. The student chooses the question, usually after some reading and trial experiments, and the teacher acts as a supervisor who checks that it is safe, feasible and appropriate.

Two requirements shape every investigation. Each student formulates, investigates and answers a unique research question, and the investigation must collect and analyse quantitative data, supported by qualitative observations where they help. A colour change, the appearance of a precipitate or a gas evolving too quickly to collect cleanly are qualitative observations that often explain features of the numbers later.

About 10 hours of teaching time are given to the whole process: explaining the task, class time for practical work and questions, consultation between the teacher and each student, and checks on progress and authenticity. Ten hours is not long. The most successful investigations are small and focused, with one independent variable, one dependent variable and a well-controlled method that can be completed in two or three laboratory sessions.

Definition

A research question is a single, focused question that names the independent variable and its range, the dependent variable and how it is measured, and the chemical system in which they are studied.

Common mistake

Repeating a standard class practical unchanged, such as "the effect of concentration on rate" with the method from a worksheet. A familiar practical can be the starting point, but the question, the range of the variables and the method must be the student’s own and must give enough data to analyse in depth.

Kinds of investigation

Data can come from several sources. The approach is chosen to suit the question, and approaches can be combined.

Approach

Where the data come from

Chemistry example

Hands-on laboratory work

Measurements made by the student in a controlled experiment

How the temperature of the reacting mixture (20–60 °C) affects the time for sodium thiosulfate to react with hydrochloric acid

Fieldwork

Measurements made outside the laboratory, where the student selects conditions rather than setting them

How the pH or dissolved oxygen of a stream changes with distance downstream of a drainage outlet

Database

Values selected from a published data set (secondary data)

How the boiling point of straight-chain alkanes depends on the number of carbon atoms, from the NIST Chemistry WebBook

Simulation

Results generated by a computer model that the student controls

How the yield of ammonia at equilibrium depends on pressure, using an equilibrium simulation

Spreadsheet modelling

A model built by the student from chemical equations, often tested against real data

A spreadsheet that calculates the pH during a titration and is compared with pH-probe data

Combination

Two or more of these, used together

Measured enthalpies of combustion of alcohols compared with values calculated from average bond enthalpies

Each approach has its own demands. A laboratory investigation is judged on control of variables and precision of measurement. A database investigation is judged on how the data were selected, filtered and sampled, and on whether the source is reliable. A simulation investigation is judged on the student’s understanding of the model and its assumptions, so a simulation that the student cannot explain is a weak basis for a report.

Tip

Before settling on a question, list the apparatus it needs and check that the school has it. A colorimeter, a data logger with a pH or temperature probe, a gas syringe and a top-pan balance to 0.01 g open up many good investigations; an instrument the school does not own closes them.

What a chemistry investigation looks like

The best chemistry investigations measure something that changes smoothly and reproducibly with the independent variable, so that a graph of five or more values tests a clear prediction. Common, well-tested territory includes:

  • Rates of reaction, followed by the volume of gas collected in a gas syringe, mass lost from an open flask, the time for a precipitate to obscure a mark, or the change in absorbance measured with a colorimeter.

  • Calorimetry, such as the enthalpy change of a displacement reaction in a polystyrene cup or the enthalpy of combustion of a fuel burned under a copper can.

  • Titration, for example the concentration of an acid, a base or an oxidizing agent in a commercial product, compared across brands, storage times or temperatures.

  • Electrochemistry, such as how the potential difference of a voltaic cell depends on the concentration of one of its solutions.

  • Separation and analysis, such as how the retardation factor of a dye in paper chromatography depends on the composition of the solvent.

Each of these turns a chemical idea from the course into a measurable relationship.

The four criteria at a glance

The report is marked against four criteria, each worth 6 marks, for a total of 24. Each criterion is worth 25 % of the internal assessment, and the internal assessment is worth 20 % of the final grade at both SL and HL. The criteria follow the stages of an inquiry: designing the investigation, analysing the data, and drawing and evaluating conclusions.

Four blue boxes: Research design, Data analysis, Conclusion and Evaluation, each worth 6 marks, total 24. Below them the inquiry processes they assess: exploring and designing; collecting and processing data; concluding and evaluating, which feeds both Conclusion and Evaluation.Four blue boxes: Research design, Data analysis, Conclusion and Evaluation, each worth 6 marks, total 24. Below them the inquiry processes they assess: exploring and designing; collecting and processing data; concluding and evaluating, which feeds both Conclusion and Evaluation.
The four criteria (blue) carry equal marks; the green boxes give the question each one asks. Conclusion and Evaluation both come from the last inquiry process, so half of the marks depend on what happens after the data have been processed.

Each criterion has four levels: 0, 1–2, 3–4 and 5–6. The teacher reads the descriptors for each criterion, finds the level that best fits the report as a whole, and then chooses the upper or lower mark in that level depending on how fully the report meets it. This best-fit marking means that a report does not need to meet every point of a descriptor to earn it, and the top level does not demand a faultless report. The criteria are marked independently, so a weak conclusion does not drag down a strong data analysis.

What each criterion rewards

The descriptors step up through the command terms. At 1–2 a report states, at 3–4 it describes or outlines, and at 5–6 it explains or justifies. The verbs are the clearest guide to what moves a report up a level: listing a control variable is "stating"; saying why it affects the dependent variable and how it was kept constant is "explaining".

Criterion

What it assesses

The top level (5–6), paraphrased

Research design

How well the report communicates the methodology, its purpose and practice, used to answer the question

The question is described in a specific and appropriate context. The methodological considerations needed to collect relevant and sufficient data are explained. The method is described well enough for someone else to reproduce the investigation.

Data analysis

How the data were recorded, processed and presented in ways relevant to the question

Recording and processing are communicated both clearly and precisely. Uncertainties are considered appropriately. Processing relevant to the question is carried out appropriately and accurately.

Conclusion

How well the report answers its question, using its analysis and the accepted scientific context

A conclusion relevant to the question is justified and fully consistent with the analysis, including the uncertainties. It is justified by relevant comparison with the accepted scientific context.

Evaluation

How well the report evaluates the methodology and suggests improvements

The relative impact of specific weaknesses or limitations of the method is explained. Realistic improvements, relevant to those weaknesses or limitations, are explained.

The clarifications that accompany the criteria add useful detail. A research question "with context" names the dependent and independent variables (or two correlated variables), briefly describes the system and gives the background theory that bears directly on it. "Precise" communication means following conventions for tables and graphs, units, decimal places and significant figures. A "fully consistent" conclusion interprets the processed data with their uncertainties. The "scientific context" can be published values, textbooks or other sources, cited well enough to be traced. A "generic" weakness is one that would apply to almost any investigation ("human error", "more repeats"), and generic points stay in the lowest level.

Exam tip

Moderators read the report against the criteria, not against an ideal investigation. A simple experiment that is designed, analysed and evaluated thoroughly scores higher than an ambitious one that produces data too scattered to support a conclusion.

YouTube
Andrew Weng: updates on the chemistry internal assessment from the May 2025 subject report.

How the criteria depend on each other

Although the criteria are marked separately, the work behind them is linked. A question without a clear dependent variable makes the analysis vague. Data with no uncertainties cannot support a "fully consistent" conclusion. A method that was never piloted produces surprises that the evaluation can only list rather than explain. Planning for all four criteria from the start avoids most of these problems.

Decision at the design stage

Effect later in the report

Five or more values of the independent variable over a wide range

A graph can test a relationship, not just show that one value is bigger than another

Three or more repeats at each value

Random uncertainty can be estimated from the spread and shown as error bars

A prediction based on chemical theory

The conclusion has something specific to compare with

A measured or published reference value

The size of systematic error can be judged, which strengthens the evaluation

Recording qualitative observations as they happen

Anomalies and weaknesses can be explained with evidence rather than guessed

Common mistake

Treating evaluation as something to think about only after the data are collected. The strongest evaluations explain the impact of weaknesses that the student noticed and recorded during the experiment, such as bubbles of gas clinging to a magnesium ribbon or a temperature that kept rising after the reaction should have finished.

The rules

Length and what counts towards it

The report has a maximum of 3,000 words. Several things are not counted: charts and diagrams, data tables, equations, formulas and calculations, citations and references (in any style), the bibliography and headers. The words of the explanation, the method and the discussion are counted. The limit is a maximum, not a target: material beyond it risks not being considered by the teacher or the moderator, and long reports usually lose clarity.

The start of the report gives the title of the investigation, the student’s IB candidate code, the candidate codes of any group members, and the word count. No cover page or contents page is needed.

Tip

Many strong chemistry reports are well under the limit. A sample calculation set out in a table or as equations costs no words, so showing working fully is free; explaining it in long paragraphs is not.

Working with others

Collaboration is optional. Where it happens, groups have no more than three students, and each student still investigates their own research question. Within a group, each student must change one of three things:

  • a different independent variable from the others in the group;

  • the same independent variable, but a different dependent variable;

  • different data selected from within a larger data set that the group collected or obtained together.

An orange box at the top, the shared starting point (rate of reaction of magnesium with hydrochloric acid), branches to three students.An orange box at the top, the shared starting point (rate of reaction of magnesium with hydrochloric acid), branches to three students.
One way a group of three can share a starting point (orange) legitimately. A and B use different independent variables; A and C use the same independent variable with different dependent variables. Each writes an individual report.

The method may grow partly out of group discussion, and students may help one another collect data, but all authoring is individual, including the description of the method. A group report is not allowed, and no student may present the same raw data as another. If a class builds a shared database with a standard protocol and a student uses it, the investigation counts as a database investigation: the method then focuses on how the student filtered and sampled data from the whole set.

Common mistake

Two students in a group both varying the concentration of hydrochloric acid and both timing the hydrogen produced, then writing separate reports. The data are the same, so the questions are not unique. One of them needs a different independent or dependent variable.

Academic integrity

Every idea, value, method or image taken from a source must be cited in the text and listed in the bibliography, in enough detail that a reader could find it. Omitted or improper referencing is treated as academic misconduct. Collusion, where one student’s work is presented as another’s or two students submit work that should be individual, is also misconduct. The difference between collaboration (allowed and encouraged within the rules) and collusion must be clear to every member of a group.

Literature values used for comparison, such as the standard enthalpy of combustion of ethanol from the data booklet or an activation energy from a journal article, need a citation just as much as a quoted sentence does. So does a method adapted from a textbook or a website. Adapting a published method is good practice; presenting it as one’s own is not.

The teacher reads and comments on one draft of the report. The comments are advice, not edits: the teacher may not correct or rewrite the work. The version submitted after that draft is the final one, and the student must be able to confirm that it is their own work.

Safety, ethics and the environment

Chemistry investigations involve hazardous substances, so every method needs a risk assessment before practical work begins, and the report summarizes the relevant points. Concentrated acids and alkalis, flammable alcohols, toxic metal ions such as copper(II) and lead(II), and gases such as sulfur dioxide (released by the thiosulfate–acid reaction) are typical hazards. Schools follow their own national or local rules, and the teacher must approve the method before it is carried out.

Ethical and environmental considerations also count. Wasteful use of chemicals, disposal of heavy-metal solutions down the sink and investigations on living organisms or human subjects without proper consent all need to be addressed. Using small volumes (a microscale method), choosing less hazardous reagents and planning how each waste solution will be disposed of are as much part of a good design as the choice of glassware.

Timeline: from idea to final report

Schools set their own calendars, but most investigations follow the same sequence. Practical work usually comes after the first year of the course, when students have met enough chemistry to choose a meaningful question.

Ten boxes in two rows joined by arrows: explore ideas, draft the research question, pilot and refine the method (with a dashed arrow looping back to the research question), risk assessment and approval, collect the data, process and graph, write the first draft, teacher comments on the draft,…Ten boxes in two rows joined by arrows: explore ideas, draft the research question, pilot and refine the method (with a dashed arrow looping back to the research question), risk assessment and approval, collect the data, process and graph, write the first draft, teacher comments on the draft,…
The ten stages of a typical investigation: blue for the data stages, orange for the single teacher review and green for submission. Piloting often sends the question back for refinement. The teacher comments once on a draft; the revision after that is the student’s own work.

Stage by stage

  1. Explore. Read around a topic of interest, look at how others have measured similar quantities, and try a few quick tests. A rate, an enthalpy change or a concentration that varies with something the student can control is a promising start.

  2. Draft the research question. Name the independent variable with its range, the dependent variable with how it is measured, and the system.

  3. Pilot. Run a few trial measurements to check the range, the timing, the precision of the instruments and the hazards. A pilot often changes the question: a reaction may be too fast to time at the highest concentration, or a colour too pale to measure at the lowest.

  4. Risk assessment and approval. Write the hazards, precautions and disposal for each chemical, and agree the method with the teacher.

  5. Collect the data. Record raw data and qualitative observations directly into a table, with units and uncertainties, as they are taken.

  6. Process and graph. Calculate means and derived quantities with their uncertainties, and plot the graph that tests the prediction. Doing this promptly allows extra data to be collected if a gap appears.

  7. Write the first draft, complete enough for useful comments.

  8. Teacher comments on the draft, once.

  9. Revise alone, responding to the comments.

  10. Submit the final report.

Common mistake

Leaving the processing until after all the practical sessions are over. A graph drawn on the day often shows an anomalous point or a gap in the range that a fifteen-minute extra run could fix; a week later the apparatus and solutions may no longer be available.

A sensible structure for the report

There is no compulsory format, but the moderator must be able to find the evidence for each criterion quickly. Headings that follow the inquiry make this easy.

Section

Contents

Main criterion

Research question and background

The question; the chemistry behind it, with equations; a prediction

Research design

Variables

Independent, dependent and control variables, with how and why each is controlled

Research design

Method

Apparatus with uncertainties, a numbered procedure, pilot results, safety, ethics and disposal

Research design

Raw data

Tables of raw measurements with units and uncertainties; qualitative observations

Data analysis

Processing

A sample calculation of each step, uncertainty propagation, processed data tables, graphs

Data analysis

Conclusion

The answer to the question, supported by the processed data and uncertainties, compared with theory or literature values

Conclusion

Evaluation

Strengths; specific weaknesses and limitations in order of impact; realistic improvements

Evaluation

References

Every source cited in the text

All criteria

A typical word budget for a 3,000-word report

Research question, background and prediction: about 500 words. Variables and method: about 700 words. Data analysis commentary (tables, graphs and calculations are not counted): about 400 words. Conclusion: about 500 words. Evaluation: about 700 words. This leaves a margin of about 200 words. The budget is a guide only, but a report that spends 1,200 words on background theory has little room left for the conclusion and evaluation, which together carry half the marks.

Applying the ideas

The scenarios that follow test the rules and the criteria. Each answer explains the reasoning a teacher or moderator would use.

Is this collaboration allowed?

Worked example

Three students investigate the enthalpy change when zinc powder reacts with copper(II) sulfate solution. Student 1 varies the concentration of copper(II) sulfate and measures the temperature rise. Student 2 varies the mass of zinc and measures the temperature rise. Student 3 varies the concentration of copper(II) sulfate and measures the time taken for the blue colour to fade, using a colorimeter. They share one set of stock solutions and help each other with timing. Decide whether this arrangement meets the rules.

Show the answer

Yes, as long as each report is written individually. Students 1 and 2 use different independent variables. Students 1 and 3 use the same independent variable but different dependent variables (temperature rise and the time for the absorbance to fall). No two students present the same raw data.

Sharing stock solutions and helping with timing are allowed. Each student must still describe the method in their own words, process their own data and draw their own conclusions.

Which words count?

Worked example

A student’s report contains 2,450 words of prose, a raw data table of 180 words and numbers, 12 lines of sample calculations, three graphs with captions of 90 words in total, and a bibliography of 150 words. State whether the report is within the word limit.

Show the answer

Data tables, calculations, charts and diagrams, and the bibliography are not counted. The captions belong to the charts, so they are not counted either.

The counted total is the prose, 2,450 words, which is within the 3,000-word maximum.

Moving up a level

Worked example

A report states in its evaluation: "There may have been human error in reading the thermometer, and more repeats would improve reliability." Identify the level this is likely to reach on the Evaluation criterion, and suggest how it could be improved.

Show the answer

Both points are generic: they apply to almost any investigation and say nothing about this method. Generic weaknesses and stated improvements fit the 1–2 level.

A stronger point is specific and explains its impact, for example: "The temperature began to fall before the reaction was complete, because heat was lost through the open top of the cup. Extrapolating the cooling curve back to the time of mixing corrected for some of this loss, but the corrected rise of 9.6 °C is probably still too low, which makes ΔHΔH less negative than the literature value. A lid with a small hole for the thermometer, and a digital probe logging every second, would reduce the loss and allow a more reliable extrapolation."

Choosing an approach

Worked example

A student wants to find out whether the first ionization energies of the elements in period 3 correlate with their atomic radii. Identify the approach this investigation would use and one methodological consideration it raises.

Show the answer

This is a database investigation: ionization energies and atomic radii cannot be measured in a school laboratory, so they are taken from a published source such as the data booklet or a database.

Methodological considerations include which radius is used (covalent, metallic or van der Waals radii give different values and are not interchangeable), whether all values come from one consistent source, and whether eight elements are enough data for a meaningful correlation. Extending the data to periods 2 and 4, as separate series, gives a larger and more convincing data set.

Self-check

  • To do:

    I can describe what the scientific investigation is and what makes a research question unique and quantitative.

  • To do:

    I can name the four criteria and state what each one assesses.

  • To do:

    I can explain how the command terms state, describe, explain and justify separate the levels of each criterion.

  • To do:

    I can apply the rules on the 3,000-word limit and on what does not count towards it.

  • To do:

    I can decide whether a group arrangement meets the rules on collaboration.

  • To do:

    I can explain the difference between collaboration and collusion, and cite every source I use.

  • To do:

    I can plan an investigation from first idea to final report, allowing time for piloting and processing.

  • To do:

    I can organize a report so that the evidence for each criterion is easy to find.

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